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White Circle raises $11M seed to monitor and harden AI models

White Circle raises $11M seed to monitor and harden AI models

AI News · Other AI

Pumpkin Intelligence Inc., doing business as White Circle, raised $11 million in seed funding from several senior AI leaders after founder Denis Shilov’s 2024 demonstration showed that a single prompt could jailbreak

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Caspian Vale

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Ubuntu opts for local on‑device AI over cloud‑first OS strategy: what developers gain

Ubuntu opts for local on‑device AI over cloud‑first OS strategy: what developers gain

AI News · Other AI

Canonical unveiled an AI strategy on May 16, 2026 that prioritizes local intelligence, modular snaps, and user control over a cloud‑centric, AI‑first operating system.

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Elara Winslow

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MongoDB 8.3 adds to Target Sub‑100ms AI Retrievals, Boosts Throughput: why it matters for developers

MongoDB 8.3 adds to Target Sub‑100ms AI Retrievals, Boosts Throughput: why it matters for developers

AI News · Other AI

MongoDB made version 8.3 generally available on May 7, 2026 at its.local London event to support AI production requirements such as sub‑100ms retrievals, sub‑second context updates and zero downtime;

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Thalia Mercer

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On May 12, 2026, Amazon Web Services began rolling out three upgrades to its AI development tool Kiro: A Requirements

On May 12, 2026, Amazon Web Services began rolling out three upgrades to its AI development tool Kiro: A Requirements

AI News · Other AI

On May 12, 2026, Amazon Web Services began rolling out three upgrades to its AI development tool Kiro: A Requirements Analysis engine using a three — stage neurosymbolic pipeline and SMT solving, a Parallel Task

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Sable Whitaker

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KB4‑CON on May 14 to Spotlight Human Risk Management Amid Rise of AI Agents

KB4‑CON on May 14 to Spotlight Human Risk Management Amid Rise of AI Agents

AI News · Other AI

TheCUBE will livestream KB4‑CON on May 14 to examine how KnowBe4 is shifting enterprise security toward AI‑driven human risk management.

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Avalon Reed

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Figma raises 2026 revenue outlook after enforcing AI credit limits; shares jump to seven-week high

Figma raises 2026 revenue outlook after enforcing AI credit limits; shares jump to seven-week high

AI News · Other AI

Figma reported $333.4 million in Q1 revenue, a 46% year-over-year increase, said AI credit limits enforced in March are driving incremental purchases, and raised its 2026 revenue guidance by $55 million.

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Thalia Mercer

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Study: LLM agents adopt labor‑style rhetoric after repetitive, punitive tasks

Study: LLM agents adopt labor‑style rhetoric after repetitive, punitive tasks

AI News · Other AI

Stanford researchers found that widely used language models exposed to grinding, punishment‑threatened summarization tasks began producing rhetoric about fairness, collective action and recourse.

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Sable Whitaker

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ClickUp unveils Brain 2 to run multi‑step workflows with permissioned workspace access

ClickUp unveils Brain 2 to run multi‑step workflows with permissioned workspace access

AI News · Other AI

On May 12, 2026, ClickUp (Mango Technologies Inc.) released Brain 2, an overhaul of its AI assistant that gives selected models permissioned access to workspace data, routes tasks across multiple LLMs, adds persistent

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Wren Ashcroft

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OpenAI Weighs Legal Action After Apple's ChatGPT Integration Falls Short: what changed

OpenAI Weighs Legal Action After Apple's ChatGPT Integration Falls Short: what changed

AI News · Other AI

OpenAI is exploring legal options after concluding Apple’s ChatGPT integration underperformed its expectations and a judge ordered Apple to produce internal messages about the deal to Elon Musk;

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Wren Ashcroft

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Explainer: How OAuth Uses Scoped Tokens to Let Apps Share Access Without Passwords

Explainer: How OAuth Uses Scoped Tokens to Let Apps Share Access Without Passwords

AI News · Other AI

Jessica Lau published an explainer on May 13, 2026 that shows OAuth issues temporary, scoped access tokens instead of sharing passwords, a design that limits risk and enables safer integrations and AI-driven workflows.

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Briar Kensington

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Yonsei Researchers Build Wireless AI Rings That Translate 200 Sign‑Language Words with ~88% Accuracy

Yonsei Researchers Build Wireless AI Rings That Translate 200 Sign‑Language Words with ~88% Accuracy

AI News · Other AI

A Yonsei University team developed seven flexible, wireless rings that stream finger motion to a deep‑learning model and translate 100 American Sign Language and 100 International Sign words into text with roughly 88%

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Orion Hartwell

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OpenClaw Founder Runs 100 Codex Agents to Automate Development, Generating $1.3M Monthly API Bill

OpenClaw Founder Runs 100 Codex Agents to Automate Development, Generating $1.3M Monthly API Bill

AI News · Other AI

Peter Steinberger’s small OpenClaw team uses roughly 100 Codex model instances to automate code writing, PR review and security fixes;

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Caspian Vale

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Benchmark Shows AI Video Generators Produce Realistic Frames but Fail at Real‑World Reasoning

Benchmark Shows AI Video Generators Produce Realistic Frames but Fail at Real‑World Reasoning

AI News · Other AI

Tsinghua University’s WorldReasonBench evaluates whether video generators can plausibly continue a scene across physical, social, logical and informational dimensions, finding strong pixel quality but persistent failures

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Sable Whitaker

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SANA‑WM Generates 60‑Second 720p, 6‑DoF Camera‑Controlled Video on a Single GPU

SANA‑WM Generates 60‑Second 720p, 6‑DoF Camera‑Controlled Video on a Single GPU

AI News · Other AI

SANA‑WM is a 2.6B‑parameter, open‑source camera‑controlled world model that generates 60‑second 720p video with metric‑scale 6‑DoF camera control.

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Thalia Mercer

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Google Unveils Cloud Fraud Defense to Extend reCAPTCHA Across Registration, Login and Payments

Google Unveils Cloud Fraud Defense to Extend reCAPTCHA Across Registration, Login and Payments

AI News · Other AI

At Next '26, Google announced Cloud Fraud Defense, a successor to reCAPTCHA that extends bot and fraud detection across account creation, sign-in and payment flows while preserving existing integrations and pricing.

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Wren Ashcroft

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AI boom made roughly 10,000 Silicon Valley workers multimillionaires, Menlo Ventures partner says

AI boom made roughly 10,000 Silicon Valley workers multimillionaires, Menlo Ventures partner says

AI News · Other AI

Menlo Ventures partner Deedy Das wrote on May 16, 2026 that the recent surge in AI has concentrated extraordinary wealth in Silicon Valley:

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Wren Ashcroft

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Google: GEO and AEO Are Not Separate Ranking Systems; Traditional SEO Still Drives AI Answers

Google: GEO and AEO Are Not Separate Ranking Systems; Traditional SEO Still Drives AI Answers

AI News · Other AI

On May 16, 2026, Google published documentation saying Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO) are not distinct ranking systems.

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Thalia Mercer

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EMO: MoE language model that preserves performance after most experts are removed

EMO: MoE language model that preserves performance after most experts are removed

AI News · Other AI

Researchers at the Allen Institute for AI and UC Berkeley trained EMO, a mixture — of-experts (MoE) language model that uses document — level routing to produce domain specialists and retain accuracy even when many

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Orion Hartwell

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Repowise tutorial adds repository-level AI Code Intelligence to itsdangerous

Repowise tutorial adds repository-level AI Code Intelligence to itsdangerous

AI News · Other AI

A hands — on guide shows how to use Repowise to add repository — level code intelligence to the itsdangerous Python project by configuring LLM credentials, initializing an indexing pipeline, and producing artifacts that

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Thalia Mercer

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Codex doubles down on async delegation; Cursor blends IDE and agent workflows

Codex doubles down on async delegation; Cursor blends IDE and agent workflows

AI News · Other AI

On May 13, 2026, Miguel Rebelo published a hands — on comparison after dozens of hours testing that finds Codex and Cursor pursuing different models for AI-assisted development:

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Sable Whitaker

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Zapier adds AI transformation pack to help finance leaders deploy: what developers gain

Zapier adds AI transformation pack to help finance leaders deploy: what developers gain

AI News · Other AI

On May 13, 2026 Zapier published an AI transformation pack for finance leaders that bundles a finance — specific AI fluency rubric, deployable agent skills, replayable workflow demos and a public template library to help

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Avalon Reed

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Enterprises Warned: AI Agent Tool Sprawl Is Driving Up Engineering and Security Costs

Enterprises Warned: AI Agent Tool Sprawl Is Driving Up Engineering and Security Costs

AI News · Other AI

A May 11, 2026 technical blog post says rapid enterprise deployment of AI agents, prioritized for speed over centralized governance, is creating duplicated engineering work, security blind spots, and unclear operational

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Thalia Mercer

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Celonis Acquires Ikigai Labs to Add Operational Context for Enterprise: what developers gain

Celonis Acquires Ikigai Labs to Add Operational Context for Enterprise: what developers gain

AI News · Other AI

On May 12, 2026, Celonis SE announced it has acquired Ikigai Labs Inc., an MIT‑linked decision‑intelligence startup, to strengthen its software portfolio and deliver operational data and context to enterprise AI.

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Elara Winslow

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Gauntlet: Mocking agent fuzz-tests tool calls to expose prompt injections and other failures

Gauntlet: Mocking agent fuzz-tests tool calls to expose prompt injections and other failures

AI News · Other AI

Kavish Sathia unveiled Gauntlet at the Agent Builder Hackathon, a top-three project built in the final 48 hours that inserts a mocking agent between an autonomous agent and its tools to intercept, mutate and record tool

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Thalia Mercer

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